Problem with double slashes in urls with uwsgi and sockets

I have python app running under uwsgi with nginx. I'm using unix sockets to connect nginx to uwsgi. My python app is receiving single slashes in urls that originally had a double slash. For example, if the url is http://localhost:3000/a//b , my program gets passed a path_info with a/b instead of a//b.